Notebook example.

import vaex as vx
dataset = vx.datasets.nyctaxi_yellow_201x.fetch() # get a cup of coffee while this downloads
dataset.plot_widget("pickup_longitude","pickup_latitude", f="log1p")

The plot is interactive, meaning you can zoom in and out and the plot will be updated.
You will need about, ~15BG or free memory for a proper performance, or replace nyc_taxi by nyc_taxi_2015 for a subset.